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98 lines
3.4 KiB
C
98 lines
3.4 KiB
C
3 weeks ago
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/*=========================================================================
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Program: Visualization Toolkit
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Module: vtkShepardKernel.h
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Copyright (c) Ken Martin, Will Schroeder, Bill Lorensen
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All rights reserved.
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See Copyright.txt or http://www.kitware.com/Copyright.htm for details.
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This software is distributed WITHOUT ANY WARRANTY; without even
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the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR
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PURPOSE. See the above copyright notice for more information.
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=========================================================================*/
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/**
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* @class vtkShepardKernel
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* @brief a Shepard method interpolation kernel
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*
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*
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* vtkShepardKernel is an interpolation kernel that uses the method of
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* Shepard to perform interpolation. The weights are computed as 1/r^p, where
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* r is the distance to a neighbor point within the kernel radius R; and p
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* (the power parameter) is a positive exponent (typically p=2).
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*
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* @warning
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* The weights are normalized sp that SUM(Wi) = 1. If a neighbor point p
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* precisely lies on the point to be interpolated, then the interpolated
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* point takes on the values associated with p.
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*
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* @sa
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* vtkPointInterpolator vtkPointInterpolator2D vtkInterpolationKernel
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* vtkGaussianKernel vtkSPHKernel vtkShepardKernel
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*/
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#ifndef vtkShepardKernel_h
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#define vtkShepardKernel_h
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#include "vtkFiltersPointsModule.h" // For export macro
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#include "vtkGeneralizedKernel.h"
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class vtkIdList;
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class vtkDoubleArray;
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class VTKFILTERSPOINTS_EXPORT vtkShepardKernel : public vtkGeneralizedKernel
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{
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public:
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//@{
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/**
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* Standard methods for instantiation, obtaining type information, and printing.
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*/
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static vtkShepardKernel* New();
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vtkTypeMacro(vtkShepardKernel, vtkGeneralizedKernel);
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void PrintSelf(ostream& os, vtkIndent indent) override;
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//@}
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// Re-use any superclass signatures that we don't override.
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using vtkGeneralizedKernel::ComputeWeights;
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/**
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* Given a point x, a list of basis points pIds, and a probability
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* weighting function prob, compute interpolation weights associated with
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* these basis points. Note that basis points list pIds, the probability
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* weighting prob, and the weights array are provided by the caller of the
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* method, and may be dynamically resized as necessary. The method returns
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* the number of weights (pIds may be resized in some cases). Typically
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* this method is called after ComputeBasis(), although advanced users can
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* invoke ComputeWeights() and provide the interpolation basis points pIds
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* directly. The probably weighting prob are numbers 0<=prob<=1 which are
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* multiplied against the interpolation weights before normalization. They
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* are estimates of local confidence of weights. The prob may be nullptr in
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* which all probabilities are considered =1.
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*/
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vtkIdType ComputeWeights(
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double x[3], vtkIdList* pIds, vtkDoubleArray* prob, vtkDoubleArray* weights) override;
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//@{
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/**
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* Set / Get the power parameter p. By default p=2. Values (which must be
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* a positive, real value) != 2 may affect performance significantly.
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*/
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vtkSetClampMacro(PowerParameter, double, 0.001, 100);
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vtkGetMacro(PowerParameter, double);
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//@}
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protected:
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vtkShepardKernel();
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~vtkShepardKernel() override;
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// The exponent of the weights, =2 by default (l2 norm)
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double PowerParameter;
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private:
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vtkShepardKernel(const vtkShepardKernel&) = delete;
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void operator=(const vtkShepardKernel&) = delete;
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};
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#endif
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